head-to-head

SpaceXAI: Grok 4.6 vs OpenAI: GPT-5.6 Luna

Side-by-side comparison of specs, pricing, benchmark scores, and task rankings. Updated 2026-09-27.

SpaceXAI: Grok 4.6 OpenAI: GPT-5.6 Luna
Vendorx-aiopenai
Quality Score100100
Benchmark Score75.362.3
Input Price$2.00/M$0.20/M
Output Price$6.00/M$1.20/M
Context Window500,0001,050,000
Max Output450,000128,000
Tool Calling✓✓
Structured Output✓✓
Reasoning Mode✓✓
Vision✓✓
Audio--
Benchmark Scores
ai_index73.161.6

The verdict

For a sample job of 1 million input tokens and 250,000 output tokens, GPT-5.6 Luna costs $0.50 and Grok 4.6 costs $3.50, so GPT-5.6 Luna is about 7.0 times cheaper for the same work.

GPT-5.6 Luna reads up to 1,050,000 tokens at once, roughly 1,575 pages of text, against about 750 pages for Grok 4.6.

On our blended benchmark score Grok 4.6 leads 75.3 to 62.3.

Across the 20 tasks where they differ, Grok 4.6 scores higher on 13 (SQL Generation, Code Review, Code Refactoring and others), GPT-5.6 Luna on 7 (Code Completion, Code Documentation, Regex Writing and others).

Grok 4.6 was released in August 2026 and GPT-5.6 Luna in July 2026.

Pick Grok 4.6 if you need benchmark performance; pick GPT-5.6 Luna if you need lower cost or long documents.

Costs use current list prices per million tokens; page counts assume about 0.75 words per token and 500 words per page.

Who wins by task?

TaskSpaceXAI: Grok 4.6OpenAI: GPT-5.6 Luna
SQL Generation 142 141
Code Review 145 143
Code Completion 119 133
Code Refactoring 147 145
Bug Fixing 149 147
Unit Test Generation 132 131
Code Documentation 137 137
Regex Writing 125 125
CI/CD Pipelines 128 127
Frontend Component Design 130 129
Data Analysis 135 133
CSV / Spreadsheet Cleanup 136 136
ETL Scripting 138 136
JSON Extraction 122 131
Bulk Data Labeling 119 129
OCR / Document Parsing 134 134
Table Extraction from PDFs 134 134
Long-Document Summarization 148 147
Short-Form Summarization 118 126
Blog Post Writing 130 129

Scores reflect capability match + benchmark data + pricing for each task. Methodology →

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